1
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Gray GK, Girnius N, Kuiken HJ, Henstridge AZ, Brugge JS. Single-cell and spatial analyses reveal a tradeoff between murine mammary proliferation and lineage programs associated with endocrine cues. Cell Rep 2023; 42:113293. [PMID: 37858468 PMCID: PMC10840493 DOI: 10.1016/j.celrep.2023.113293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 08/25/2023] [Accepted: 09/29/2023] [Indexed: 10/21/2023] Open
Abstract
Although distinct epithelial cell types have been distinguished in glandular tissues such as the mammary gland, the extent of heterogeneity within each cell type and the degree of endocrine control of this diversity across development are incompletely understood. By combining mass cytometry and cyclic immunofluorescence, we define a rich array of murine mammary epithelial cell subtypes associated with puberty, the estrous cycle, and sex. These subtypes are differentially proliferative and spatially segregate distinctly in adult versus pubescent glands. Further, we identify systematic suppression of lineage programs at the protein and RNA levels as a common feature of mammary epithelial expansion during puberty, the estrous cycle, and gestation and uncover a pervasive enrichment of ribosomal protein genes in luminal cells elicited specifically during progesterone-dominant expansionary periods. Collectively, these data expand our knowledge of murine mammary epithelial heterogeneity and connect endocrine-driven epithelial expansion with lineage suppression.
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Affiliation(s)
- G Kenneth Gray
- Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Nomeda Girnius
- Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA; The Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Hendrik J Kuiken
- Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Aylin Z Henstridge
- Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Joan S Brugge
- Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA.
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2
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Rocha AS, Collado-Solé A, Graña-Castro O, Redondo-Pedraza J, Soria-Alcaide G, Cordero A, Santamaría PG, González-Suárez E. Luminal Rank loss decreases cell fitness leading to basal cell bipotency in parous mammary glands. Nat Commun 2023; 14:6213. [PMID: 37813842 PMCID: PMC10562464 DOI: 10.1038/s41467-023-41741-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 09/18/2023] [Indexed: 10/11/2023] Open
Abstract
Rank signaling pathway regulates mammary gland homeostasis and epithelial cell differentiation. Although Rank receptor is expressed by basal cells and luminal progenitors, its role in each individual cell lineage remains unclear. By combining temporal/lineage specific Rank genetic deletion with lineage tracing techniques, we found that loss of luminal Rank reduces the luminal progenitor pool and leads to aberrant alveolar-like differentiation with high protein translation capacity in virgin mammary glands. These Rank-deleted luminal cells are unable to expand during the first pregnancy, leading to lactation failure and impairment of protein synthesis potential in the parous stage. The unfit parous Rank-deleted luminal cells in the alveoli are progressively replaced by Rank-proficient cells early during the second pregnancy, thereby restoring lactation. Transcriptomic analysis and functional assays point to the awakening of basal bipotency after pregnancy by the induction of Rank/NF-κB signaling in basal parous cell to restore lactation and tissue homeostasis.
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Affiliation(s)
- Ana Sofia Rocha
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain.
| | | | - Osvaldo Graña-Castro
- Bioinformatics Unit, Spanish National Cancer Research Center (CNIO), Madrid, Spain
- Department of Basic Medical Sciences, Institute of Applied Molecular Medicine (IMMA-Nemesio Díez), School of Medicine, San Pablo-CEU University, CEU Universities, Boadilla del Monte, Madrid, Spain
| | | | | | - Alex Cordero
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain
| | | | - Eva González-Suárez
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain.
- Molecular Oncology, Spanish National Cancer Research Center (CNIO), Madrid, Spain.
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3
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Sahito JZA, Deng S, Qin L, Xiao L, Zhang D, Huang B. CeRNA Network Reveals the Circular RNA Characterization in Goat Ear Fibroblasts Reprogramming into Mammary Epithelial Cells. Genes (Basel) 2023; 14:1831. [PMID: 37895180 PMCID: PMC10606430 DOI: 10.3390/genes14101831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 08/18/2023] [Accepted: 08/22/2023] [Indexed: 10/29/2023] Open
Abstract
Circular RNAs (circRNAs) are a type of non-coding RNA that play a crucial role in the development and lactation of mammary glands in mammals. A total of 107 differentially expressed circRNAs (DE circRNAs) were found, of which 52 were up-regulated and 55 were down-regulated. We also found that DE circRNA host genes were mainly involved in GO terms related to the development process of mammary epithelial cells and KEGG pathways were mostly related to mammary epithelial cells, lactation, and gland development. Protein network analysis found that DE circRNAs can competitively bind to miRNAs as key circRNAs by constructing a circRNA-miRNA-mRNA network. CircRNAs competitively bind to miRNAs (miR-10b-3p, miR-671-5p, chi-miR-200c, chi-miR-378-3p, and chi-miR-30e-5p) involved in goat mammary gland development, mammary epithelial cells, and lactation, affecting the expression of core genes (CDH2, MAPK1, ITGB1, CAMSAP2, and MAPKAPK5). Here, we generated CiMECs and systematically explored the differences in the transcription profile for the first time using whole-transcriptome sequencing. We also analyzed the interaction among mRNA, miRNA, and cirRNA and predicted that circRNA plays an important role in the maintenance of mammary epithelial cells.
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Affiliation(s)
- Jam Zaheer Ahmed Sahito
- College of Animal Science and Technology, Guangxi University, Nanning 530004, China; (J.Z.A.S.); (S.D.); (L.Q.); (L.X.); (D.Z.)
| | - Shan Deng
- College of Animal Science and Technology, Guangxi University, Nanning 530004, China; (J.Z.A.S.); (S.D.); (L.Q.); (L.X.); (D.Z.)
| | - Liangshan Qin
- College of Animal Science and Technology, Guangxi University, Nanning 530004, China; (J.Z.A.S.); (S.D.); (L.Q.); (L.X.); (D.Z.)
| | - Lianggui Xiao
- College of Animal Science and Technology, Guangxi University, Nanning 530004, China; (J.Z.A.S.); (S.D.); (L.Q.); (L.X.); (D.Z.)
| | - Dandan Zhang
- College of Animal Science and Technology, Guangxi University, Nanning 530004, China; (J.Z.A.S.); (S.D.); (L.Q.); (L.X.); (D.Z.)
- Guangxi Key Laboratory of Eye Health, The People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, 530021, China
| | - Ben Huang
- College of Animal Science and Technology, Guangxi University, Nanning 530004, China; (J.Z.A.S.); (S.D.); (L.Q.); (L.X.); (D.Z.)
- Guangxi Key Laboratory of Eye Health, The People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, 530021, China
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4
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Gao Z, Shao D, Zhao C, Liu H, Zhao X, Wei Q, Ma B. The High Level of RANKL Improves IκB/p65/Cyclin D1 Expression and Decreases p-Stat5 Expression in Firm Udder of Dairy Goats. Int J Mol Sci 2023; 24:ijms24108841. [PMID: 37240191 DOI: 10.3390/ijms24108841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/05/2023] [Accepted: 05/14/2023] [Indexed: 05/28/2023] Open
Abstract
Udder traits, influencing udder health and function, are positively correlated with lactation performance. Among them, breast texture influences heritability and impacts on the milk yield of cattle; however, there is a lack of systematic research on its underlying mechanism in dairy goats in particular. Here, we showed the structure of firm udders with developed connective tissue and smaller acini per lobule during lactation and confirmed that there were lower serum levels of estradiol (E2) and progesterone (PROG), and higher mammary expression of estrogen nuclear receptor (ER) α and progesterone receptor (PR), in dairy goats with firm udders. The results of transcriptome sequencing of the mammary gland revealed that the downstream pathway of PR, the receptor activator of nuclear factor-kappa B (NF-κB) ligand (RANKL) signal, participated in the formation of firm mammary glands. During the culture of goat mammary epithelial cells (GMECs), high RANKL level additions promote the Inhibitor kappaB (IκB)/p65/Cyclin D1 expression related to cell proliferation and decrease the phosphorylated signal transduction and transcription activator 5 (Stat5) expression related to milk-protein synthesis of GMECs, which is consistent with electron microscope results showing that there are fewer lactoprotein particles in the acinar cavity of a firm mammary. Furthermore, co-culturing with adipocyte-like cells for 7 d is beneficial for the acinar structure formation of GMECs, while there is a slightly negative effect of high RANKL level on it. In conclusion, the results of this study revealed the structure of firm udders structure and confirmed the serum hormone levels and their receptor expression in the mammary glands of dairy goats with firm udders. The underlying mechanism leading to firm udders and a decrease in milk yield were explored preliminarily, which provided an important foundation for the prevention and amelioration of firm udders and improving udder health and milk yield.
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Affiliation(s)
- Zhen Gao
- Key Laboratory of Animal Biotechnology of the Ministry of Agriculture, Northwest A&F University, Yangling, Xianyang 712100, China
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Dan Shao
- Key Laboratory of Animal Biotechnology of the Ministry of Agriculture, Northwest A&F University, Yangling, Xianyang 712100, China
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Chunrui Zhao
- Key Laboratory of Animal Biotechnology of the Ministry of Agriculture, Northwest A&F University, Yangling, Xianyang 712100, China
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Haokun Liu
- Key Laboratory of Animal Biotechnology of the Ministry of Agriculture, Northwest A&F University, Yangling, Xianyang 712100, China
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Xiaoe Zhao
- Key Laboratory of Animal Biotechnology of the Ministry of Agriculture, Northwest A&F University, Yangling, Xianyang 712100, China
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Qiang Wei
- Key Laboratory of Animal Biotechnology of the Ministry of Agriculture, Northwest A&F University, Yangling, Xianyang 712100, China
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Baohua Ma
- Key Laboratory of Animal Biotechnology of the Ministry of Agriculture, Northwest A&F University, Yangling, Xianyang 712100, China
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China
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5
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Cordero A, Santamaría PG, González-Suárez E. Rank ectopic expression in the presence of Neu and MMTV oncogenes alters mammary epithelial cell populations and their tumorigenic potential. J Mammary Gland Biol Neoplasia 2023; 28:2. [PMID: 36808257 PMCID: PMC9938814 DOI: 10.1007/s10911-023-09530-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 01/24/2023] [Indexed: 02/21/2023] Open
Abstract
Determination of the mammary epithelial cell that serves as the cell of origin for breast cancer is key to understand tumor heterogeneity and clinical management. In this study, we aimed to decipher whether Rank expression in the presence of PyMT and Neu oncogenes might affect the cell of origin of mammary gland tumors. We observed that Rank expression in PyMT+/- and Neu+/- mammary glands alters the basal and luminal mammary cell populations already in preneoplasic tissue, which may interfere with the tumor cell of origin restricting their tumorigenesis ability upon transplantation assays. In spite of this, Rank expression eventually promotes tumor aggressiveness once tumorigenesis is established.
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Affiliation(s)
- Alex Cordero
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908, Barcelona, Spain
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - Patricia G Santamaría
- Molecular Oncology, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | - Eva González-Suárez
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908, Barcelona, Spain.
- Molecular Oncology, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain.
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6
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Long-term impact of hypothyroidism during gestation and lactation on the mammary gland. J Dev Orig Health Dis 2023; 14:122-131. [PMID: 35670520 DOI: 10.1017/s2040174422000320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The functional differentiation of the mammary gland (MG) is fundamental for the prevention of mammary pathologies. This process occurs throughout pregnancy and lactation, making these stages key events for the study of pathologies associated with development and differentiation. Many studies have investigated the link between mammary pathologies and thyroid diseases, but most have ignored the role of thyroid hormone (TH) in the functional differentiation of the MG. In this work, we show the long-term impact of hypothyroidism in an animal model whose lactogenic differentiation occurred at low TH levels. We evaluated the ability of the MG to respond to hormonal control and regulate cell cycle progression. We found that a deficit in TH throughout pregnancy and lactation induces a long-term decrease in Rb phosphorylation, increases p53, p21, Cyclin D1 and Ki67 expression, reduces progesterone receptor expression, and induces nonmalignant lesions in mammary tissue. This paper shows the importance of TH level control during mammary differentiation and its long-term impact on mammary function.
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7
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Mao Y, Yang H, Ma X, Wang C, Zhang L, Cui Y. Prolactin regulates RANKL expression via signal transducer and activator of transcription 5a signaling in mammary epithelial cells of dairy cows. Cell Biol Int 2023; 47:920-928. [PMID: 36651326 DOI: 10.1002/cbin.11988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 12/17/2022] [Accepted: 01/02/2023] [Indexed: 01/19/2023]
Abstract
Receptor of activated nuclear factor kappa B ligand (RANKL) is regulated by prolactin in the mammary gland. However, the intrinsic molecular mechanism is not well understood. Herein, mammary epithelial cells (MECs) of dairy cows were isolated to characterize the molecular mechanism of prolactin in vitro. We demonstrated that prolactin stimulation increased the expression of RANKL in MECs. Moreover, the expression of RANKL induced by prolactin was inhibited by the prolactin receptor or signal transducer and activator of transcription 5A (STAT5a) knockdown. Furthermore, prolactin markedly increased RANKL-Luciferase reporter activity in MECs. We identified a putative gamma-interferon activated site (GAS) in the region between residues -883 to -239 bp of the RANKL promoter. Subsequently, we found that the mutated GAS sequence failed to respond to prolactin stimulation. In addition, STAT5a knockdown markedly decreased prolactin-stimulated RANKL promoter activity. Western blot results revealed that RANKL overexpression markedly decreased the STAT5a phosphorylation level in MECs. These findings indicate that prolactin could regulate RANKL promoter activity via STAT5a, contributing to increased RANKL expression in MECs. RANKL may have a negative regulatory effect on STAT5a activity.
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Affiliation(s)
- Yongjin Mao
- College of Life Science, Key Laboratory of Dairy Science of Education Ministry, Northeast Agricultural University, Harbin, China
| | - Huilin Yang
- College of Life Science, Key Laboratory of Dairy Science of Education Ministry, Northeast Agricultural University, Harbin, China
| | - Xiaocong Ma
- College of Life Science, Key Laboratory of Dairy Science of Education Ministry, Northeast Agricultural University, Harbin, China
| | - Chunmei Wang
- College of Life Science, Key Laboratory of Dairy Science of Education Ministry, Northeast Agricultural University, Harbin, China
| | - Li Zhang
- College of Life Science, Key Laboratory of Dairy Science of Education Ministry, Northeast Agricultural University, Harbin, China
| | - Yingjun Cui
- College of Life Science, Key Laboratory of Dairy Science of Education Ministry, Northeast Agricultural University, Harbin, China
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8
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Gray GK, Li CMC, Rosenbluth JM, Selfors LM, Girnius N, Lin JR, Schackmann RCJ, Goh WL, Moore K, Shapiro HK, Mei S, D'Andrea K, Nathanson KL, Sorger PK, Santagata S, Regev A, Garber JE, Dillon DA, Brugge JS. A human breast atlas integrating single-cell proteomics and transcriptomics. Dev Cell 2022; 57:1400-1420.e7. [PMID: 35617956 DOI: 10.1016/j.devcel.2022.05.003] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 03/23/2022] [Accepted: 05/02/2022] [Indexed: 12/12/2022]
Abstract
The breast is a dynamic organ whose response to physiological and pathophysiological conditions alters its disease susceptibility, yet the specific effects of these clinical variables on cell state remain poorly annotated. We present a unified, high-resolution breast atlas by integrating single-cell RNA-seq, mass cytometry, and cyclic immunofluorescence, encompassing a myriad of states. We define cell subtypes within the alveolar, hormone-sensing, and basal epithelial lineages, delineating associations of several subtypes with cancer risk factors, including age, parity, and BRCA2 germline mutation. Of particular interest is a subset of alveolar cells termed basal-luminal (BL) cells, which exhibit poor transcriptional lineage fidelity, accumulate with age, and carry a gene signature associated with basal-like breast cancer. We further utilize a medium-depletion approach to identify molecular factors regulating cell-subtype proportion in organoids. Together, these data are a rich resource to elucidate diverse mammary cell states.
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Affiliation(s)
- G Kenneth Gray
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA
| | - Carman Man-Chung Li
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA
| | - Jennifer M Rosenbluth
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA; Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, MA 02115, USA; Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Laura M Selfors
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA
| | - Nomeda Girnius
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA; The Laboratory of Systems Pharmacology (LSP), HMS, Boston, MA 02115, USA
| | - Jia-Ren Lin
- The Laboratory of Systems Pharmacology (LSP), HMS, Boston, MA 02115, USA
| | - Ron C J Schackmann
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA
| | - Walter L Goh
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA
| | - Kaitlin Moore
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA
| | - Hana K Shapiro
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA
| | - Shaolin Mei
- The Laboratory of Systems Pharmacology (LSP), HMS, Boston, MA 02115, USA
| | - Kurt D'Andrea
- Department of Medicine, Division of Translation Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Katherine L Nathanson
- Department of Medicine, Division of Translation Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Peter K Sorger
- The Laboratory of Systems Pharmacology (LSP), HMS, Boston, MA 02115, USA
| | - Sandro Santagata
- The Laboratory of Systems Pharmacology (LSP), HMS, Boston, MA 02115, USA; Department of Pathology, Brigham and Women's Hospital (BWH), Boston, MA 02115, USA
| | - Aviv Regev
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Judy E Garber
- Department of Medical Oncology, Dana-Farber Cancer Institute (DFCI), Boston, MA 02115, USA
| | - Deborah A Dillon
- Department of Pathology, Brigham and Women's Hospital (BWH), Boston, MA 02115, USA
| | - Joan S Brugge
- Department of Cell Biology, Harvard Medical School (HMS), Boston, MA 02115, USA.
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9
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Mintz R, Wang M, Xu S, Colditz GA, Markovic C, Toriola AT. Hormone and receptor activator of NF-κB (RANK) pathway gene expression in plasma and mammographic breast density in postmenopausal women. Breast Cancer Res 2022; 24:28. [PMID: 35422057 PMCID: PMC9008951 DOI: 10.1186/s13058-022-01522-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 03/27/2022] [Indexed: 12/22/2022] Open
Abstract
Background Hormones impact breast tissue proliferation. Studies investigating the associations of circulating hormone levels with mammographic breast density have reported conflicting results. Due to the limited number of studies, we investigated the associations of hormone gene expression as well as their downstream mediators within the plasma with mammographic breast density in postmenopausal women. Methods We recruited postmenopausal women at their annual screening mammogram at Washington University School of Medicine, St. Louis. We used the NanoString nCounter platform to quantify gene expression of hormones (prolactin, progesterone receptor (PGR), estrogen receptor 1 (ESR1), signal transducer and activator of transcription (STAT1 and STAT5), and receptor activator of nuclear factor-kB (RANK) pathway markers (RANK, RANKL, osteoprotegerin, TNFRSF18, and TNFRSF13B) in plasma. We used Volpara to measure volumetric percent density, dense volume, and non-dense volume. Linear regression models, adjusted for confounders, were used to evaluate associations between gene expression (linear fold change) and mammographic breast density. Results One unit increase in ESR1, RANK, and TNFRSF18 gene expression was associated with 8% (95% CI 0–15%, p value = 0.05), 10% (95% CI 0–20%, p value = 0.04) and % (95% CI 0–9%, p value = 0.04) higher volumetric percent density, respectively. There were no associations between gene expression of other markers and volumetric percent density. One unit increase in osteoprotegerin and PGR gene expression was associated with 12% (95% CI 4–19%, p value = 0.003) and 7% (95% CI 0–13%, p value = 0.04) lower non-dense volume, respectively. Conclusion These findings provide new insight on the associations of plasma hormonal and RANK pathway gene expression with mammographic breast density in postmenopausal women and require confirmation in other studies. Supplementary Information The online version contains supplementary material available at 10.1186/s13058-022-01522-2.
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Affiliation(s)
- Rachel Mintz
- Biomedical Engineering Department, Washington University, St. Louis, MO, 63110, USA
| | - Mei Wang
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, Campus Box 8100, 660 South Euclid Ave, St. Louis, MO, 63110, USA
| | - Shuai Xu
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, Campus Box 8100, 660 South Euclid Ave, St. Louis, MO, 63110, USA
| | - Graham A Colditz
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, Campus Box 8100, 660 South Euclid Ave, St. Louis, MO, 63110, USA.,Siteman Cancer Center, Barnes-Jewish Hospital and Washington University School of Medicine, St. Louis, MO, USA
| | - Chris Markovic
- McDonnell Genome Institute at Washington University, St. Louis, MO, 63018, USA
| | - Adetunji T Toriola
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, Campus Box 8100, 660 South Euclid Ave, St. Louis, MO, 63110, USA. .,Siteman Cancer Center, Barnes-Jewish Hospital and Washington University School of Medicine, St. Louis, MO, USA.
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10
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Slepicka PF, Somasundara AVH, Dos Santos CO. The molecular basis of mammary gland development and epithelial differentiation. Semin Cell Dev Biol 2021; 114:93-112. [PMID: 33082117 PMCID: PMC8052380 DOI: 10.1016/j.semcdb.2020.09.014] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 09/28/2020] [Accepted: 09/30/2020] [Indexed: 02/07/2023]
Abstract
Our understanding of the molecular events underpinning the development of mammalian organ systems has been increasing rapidly in recent years. With the advent of new and improved next-generation sequencing methods, we are now able to dig deeper than ever before into the genomic and epigenomic events that play critical roles in determining the fates of stem and progenitor cells during the development of an embryo into an adult. In this review, we detail and discuss the genes and pathways that are involved in mammary gland development, from embryogenesis, through maturation into an adult gland, to the role of pregnancy signals in directing the terminal maturation of the mammary gland into a milk producing organ that can nurture the offspring. We also provide an overview of the latest research in the single-cell genomics of mammary gland development, which may help us to understand the lineage commitment of mammary stem cells (MaSCs) into luminal or basal epithelial cells that constitute the mammary gland. Finally, we summarize the use of 3D organoid cultures as a model system to study the molecular events during mammary gland development. Our increased investigation of the molecular requirements for normal mammary gland development will advance the discovery of targets to predict breast cancer risk and the development of new breast cancer therapies.
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Affiliation(s)
- Priscila Ferreira Slepicka
- Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA 94305, USA
| | | | - Camila O Dos Santos
- Cold Spring Harbor Laboratory, 1 Bungtown Road, Cold Spring Harbor, NY 11724, USA.
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11
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Benítez S, Cordero A, Santamaría PG, Redondo-Pedraza J, Rocha AS, Collado-Solé A, Jimenez M, Sanz-Moreno A, Yoldi G, Santos JC, De Benedictis I, Gómez-Aleza C, Da Silva-Álvarez S, Troulé K, Gómez-López G, Alcazar N, Palmero I, Collado M, Serrano M, Gonzalez-Suarez E. RANK links senescence to stemness in the mammary epithelia, delaying tumor onset but increasing tumor aggressiveness. Dev Cell 2021; 56:1727-1741.e7. [PMID: 34004159 PMCID: PMC8221814 DOI: 10.1016/j.devcel.2021.04.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 03/25/2021] [Accepted: 04/21/2021] [Indexed: 12/18/2022]
Abstract
Rank signaling enhances stemness in mouse and human mammary epithelial cells (MECs) and mediates mammary tumor initiation. Mammary tumors initiated by oncogenes or carcinogen exposure display high levels of Rank and Rank pathway inhibitors have emerged as a new strategy for breast cancer prevention and treatment. Here, we show that ectopic Rank expression in the mammary epithelia unexpectedly delays tumor onset and reduces tumor incidence in the oncogene-driven Neu and PyMT models. Mechanistically, we have found that ectopic expression of Rank or exposure to Rankl induces senescence, even in the absence of other oncogenic mutations. Rank leads to DNA damage and senescence through p16/p19. Moreover, RANK-induced senescence is essential for Rank-driven stemness, and although initially translates into delayed tumor growth, eventually promotes tumor progression and metastasis. We uncover a dual role for Rank in the mammary epithelia: Rank induces senescence and stemness, delaying tumor initiation but increasing tumor aggressiveness.
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Affiliation(s)
- Sandra Benítez
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain
| | - Alex Cordero
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain; Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Patricia G Santamaría
- Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain; Centro de Investigación Biomédica en Red, Área de Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid 28029, Spain
| | | | - Ana S Rocha
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain
| | - Alejandro Collado-Solé
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain; Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain
| | - Maria Jimenez
- Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain
| | - Adrian Sanz-Moreno
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain; German Mouse Clinic, Institute of Experimental Genetics, HMGU, Neuherberg, 85764, Germany
| | - Guillermo Yoldi
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain
| | - Juliana C Santos
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain
| | - Ilaria De Benedictis
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain
| | - Clara Gómez-Aleza
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain
| | - Sabela Da Silva-Álvarez
- Health Research Institute of Santiago de Compostela (IDIS), Xerencia de Xestión Integrada de Santiago (XXIS/SERGAS), E15706 Santiago de Compostela, Spain
| | - Kevin Troulé
- Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain
| | | | - Noelia Alcazar
- Institute for Research in Biomedicine (IRB), 08028 Barcelona, Spain
| | - Ignacio Palmero
- Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, 28029 Madrid, Spain
| | - Manuel Collado
- Health Research Institute of Santiago de Compostela (IDIS), Xerencia de Xestión Integrada de Santiago (XXIS/SERGAS), E15706 Santiago de Compostela, Spain
| | - Manuel Serrano
- Institute for Research in Biomedicine (IRB), 08028 Barcelona, Spain; Catalan Institution for Research and Advanced Studies (ICREA), 08010 Barcelona, Spain
| | - Eva Gonzalez-Suarez
- Oncobell, Bellvitge Biomedical Research Institute, IDIBELL, 08908 Barcelona, Spain; Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain.
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12
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Henry S, Trousdell MC, Cyrill SL, Zhao Y, Feigman MJ, Bouhuis JM, Aylard DA, Siepel A, Dos Santos CO. Characterization of Gene Expression Signatures for the Identification of Cellular Heterogeneity in the Developing Mammary Gland. J Mammary Gland Biol Neoplasia 2021; 26:43-66. [PMID: 33988830 PMCID: PMC8217035 DOI: 10.1007/s10911-021-09486-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 04/12/2021] [Indexed: 12/16/2022] Open
Abstract
The developing mammary gland depends on several transcription-dependent networks to define cellular identities and differentiation trajectories. Recent technological advancements that allow for single-cell profiling of gene expression have provided an initial picture into the epithelial cellular heterogeneity across the diverse stages of gland maturation. Still, a deeper dive into expanded molecular signatures would improve our understanding of the diversity of mammary epithelial and non-epithelial cellular populations across different tissue developmental stages, mouse strains and mammalian species. Here, we combined differential mammary gland fractionation approaches and transcriptional profiles obtained from FACS-isolated mammary cells to improve our definitions of mammary-resident, cellular identities at the single-cell level. Our approach yielded a series of expression signatures that illustrate the heterogeneity of mammary epithelial cells, specifically those of the luminal fate, and uncovered transcriptional changes to their lineage-defined, cellular states that are induced during gland development. Our analysis also provided molecular signatures that identified non-epithelial mammary cells, including adipocytes, fibroblasts and rare immune cells. Lastly, we extended our study to elucidate expression signatures of human, breast-resident cells, a strategy that allowed for the cross-species comparison of mammary epithelial identities. Collectively, our approach improved the existing signatures of normal mammary epithelial cells, as well as elucidated the diversity of non-epithelial cells in murine and human breast tissue. Our study provides a useful resource for future studies that use single-cell molecular profiling strategies to understand normal and malignant breast development.
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Affiliation(s)
- Samantha Henry
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, US
- Graduate Program in Genetics, Stony Brook University, NY, 11794, US
| | | | | | - Yixin Zhao
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, US
| | - Mary J Feigman
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, US
| | | | - Dominik A Aylard
- College of Biological Sciences, University of California, Davis, CA, 95616, US
| | - Adam Siepel
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, US
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13
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Prolactin: A hormone with diverse functions from mammary gland development to cancer metastasis. Semin Cell Dev Biol 2020; 114:159-170. [PMID: 33109441 DOI: 10.1016/j.semcdb.2020.10.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 10/04/2020] [Accepted: 10/11/2020] [Indexed: 01/14/2023]
Abstract
Prolactin has a rich mechanistic set of actions and signaling in order to elicit developmental effects in mammals. Historically, prolactin has been appreciated as an endocrine peptide hormone that is responsible for final, functional mammary gland development and lactation. Multiple signaling pathways impacted upon by the microenvironment contribute to cell function and differentiation. Endocrine, autocrine and paracrine signaling are now apparent in not only mammary development, but also in cancer, and involve multiple cell types including those of the immune system. Multiple ligands agonists are capable of binding to the prolactin receptor, potentially expanding receptor function. Prolactin has an important role not only in tumorigenesis of the breast, but also in a number of hormonally responsive cancers such as prostate, ovarian and endometrial cancer, as well as pancreatic and lung cancer. Although pituitary and extra-pituitary sources of prolactin such as the epithelium are important, stromal sourced prolactin is now also being recognized as an important factor in tumor progression, all of which potentially signal to multiple cell types in the tumor microenvironment. While prolactin has important roles in milk production including calcium and bone homeostasis, in the disease state it can also affect bone homeostasis. Prolactin also impacts metastatic cancer of the breast to modulate the bone microenvironment and promote bone damage. Prolactin has a fascinating contribution in both physiologic and pathologic settings of mammals.
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14
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Abstract
During menopausal transition, decreased level of estrogen brings a number of physiological problems and hormonal changes. In this study, promoter methylation of RANKL and FSHR genes were identified in 30 premenopausal and 35 postmenopausal women using methylation-specific high resolution melting (MS-HRM) analysis. The statistical analyses and their association with patient characteristics were performed by Pearson χ2 and Fisher's exact test (p <0.05). The methylated RANKL gene was detected in 16 postmenopausal cases, and 12 (75.0%) of the RANKL methylated cases had hot flashes (p = 0.024). The methylated FSHR gene was detected in 18 postmenopausal cases, and 13 (75.0%) of the methylated cases had hot flashes (p = 0.028). In vitro studies demonstrated the association between RANKL expression, FSH level and hot flashes in the mouse. Although lack of epigenetic studies in this field proves our results crucial and therefore, our results showed magnitude of epigenetic profiles of Turkish Cypriot post-menopausal women. This was the first study which has investigated the RANKL and FSHR methylation and their relationship with hot flashes in postmenopausal women.
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15
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Trabert B, Sherman ME, Kannan N, Stanczyk FZ. Progesterone and Breast Cancer. Endocr Rev 2020; 41:5568276. [PMID: 31512725 PMCID: PMC7156851 DOI: 10.1210/endrev/bnz001] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Accepted: 09/06/2019] [Indexed: 12/31/2022]
Abstract
Synthetic progestogens (progestins) have been linked to increased breast cancer risk; however, the role of endogenous progesterone in breast physiology and carcinogenesis is less clearly defined. Mechanistic studies using cell culture, tissue culture, and preclinical models implicate progesterone in breast carcinogenesis. In contrast, limited epidemiologic data generally do not show an association of circulating progesterone levels with risk, and it is unclear whether this reflects methodologic limitations or a truly null relationship. Challenges related to defining the role of progesterone in breast physiology and neoplasia include: complex interactions with estrogens and other hormones (eg, androgens, prolactin, etc.), accounting for timing of blood collections for hormone measurements among cycling women, and limitations of assays to measure progesterone metabolites in blood and progesterone receptor isotypes (PRs) in tissues. Separating the individual effects of estrogens and progesterone is further complicated by the partial dependence of PR transcription on estrogen receptor (ER)α-mediated transcriptional events; indeed, interpreting the integrated interaction of the hormones may be more essential than isolating independent effects. Further, many of the actions of both estrogens and progesterone, particularly in "normal" breast tissues, are driven by paracrine mechanisms in which ligand binding to receptor-positive cells evokes secretion of factors that influence cell division of neighboring receptor-negative cells. Accordingly, blood and tissue levels may differ, and the latter are challenging to measure. Given conflicting data related to the potential role of progesterone in breast cancer etiology and interest in blocking progesterone action to prevent or treat breast cancer, we provide a review of the evidence that links progesterone to breast cancer risk and suggest future directions for filling current gaps in our knowledge.
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Affiliation(s)
- Britton Trabert
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, Maryland
| | - Mark E Sherman
- Health Sciences Research, Mayo Clinic, Jacksonville, Florida
| | - Nagarajan Kannan
- Laboratory of Stem Cell and Cancer Biology, Division of Experimental Pathology and Laboratory Medicine, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Frank Z Stanczyk
- Departments of Obstetrics and Gynecology, and Preventive Medicine, University of Southern California Keck School of Medicine, Los Angeles, California
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16
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Prolactin-Responsive Circular RNA circHIPK3 Promotes Proliferation of Mammary Epithelial Cells from Dairy Cow. Genes (Basel) 2020; 11:genes11030336. [PMID: 32245109 PMCID: PMC7141114 DOI: 10.3390/genes11030336] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Revised: 03/18/2020] [Accepted: 03/18/2020] [Indexed: 12/15/2022] Open
Abstract
The highly expressed circHIPK3 is a circular RNA that has been previously reported to regulate the growth of human cells. In this study, we found an increased expression of circHIPK3 in bovine mammary epithelial cells treated with prolactin (PRL) in high-throughput sequencing data. Thus, we further investigated the effect of circHIPK3 on the proliferation and differentiation of mammary epithelial cells. We used qRT-PCR/Cell Counting Kit-8 (CCK-8) and a Western blotting analysis to evaluate the effects on cell proliferation. We found that circHIPK3 promotes the proliferation of mammary epithelial cells. The STAT5 signaling pathway was previously associated with the prolactin response and when the STAT5 was suppressed, the expression of circHIPK3 decreased. The results suggest that the response to prolactin and the associated STAT5 signaling pathway affect the expression of circHIPK3, which subsequently affects the proliferation of mammary epithelial cells in dairy cows.
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17
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Li D, Ji Y, Zhao C, Yao Y, Yang A, Jin H, Chen Y, San M, Zhang J, Zhang M, Zhang L, Feng X, Zheng Y. OXTR overexpression leads to abnormal mammary gland development in mice. J Endocrinol 2018; 239:121-136. [PMID: 30089682 DOI: 10.1530/joe-18-0356] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2018] [Revised: 07/21/2018] [Accepted: 08/07/2018] [Indexed: 01/06/2023]
Abstract
Oxytocin receptor (OXTR) is a G-protein-coupled receptor and known for regulation of maternal and social behaviors. Null mutation (Oxtr-/-) leads to defects in lactation due to impaired milk ejection and maternal nurturing. Overexpression of OXTR has never been studied. To define the functions of OXTR overexpression, a transgenic mouse model that overexpresses mouse Oxtr under β-actin promoter was developed ( ++ Oxtr). ++ Oxtr mice displayed advanced development and maturation of mammary gland, including ductal distention, enhanced secretory differentiation and early milk production at non-pregnancy and early pregnancy. However, ++ Oxtr dams failed to produce adequate amount of milk and led to lethality of newborns due to early involution of mammary gland in lactation. Mammary gland transplantation results indicated the abnormal mammary gland development was mainly from hormonal changes in ++Oxtr mice but not from OXTR overexpression in mammary gland. Elevated OXTR expression increased prolactin-induced phosphorylation and nuclear localization of STAT5 (p-STAT5), and decreased progesterone level, leading to early milk production in non-pregnant and early pregnant females, whereas low prolactin and STAT5 activation in lactation led to insufficient milk production. Progesterone treatment reversed the OXTR-induced accelerated mammary gland development by inhibition of prolactin/p-STAT5 pathway. Prolactin administration rescued lactation deficiency through STAT5 activation. Progesterone plays a negative role in OXTR-regulated prolactin/p-STAT5 pathways. The study provides evidence that OXTR overexpression induces abnormal mammary gland development through progesterone and prolactin-regulated p-STAT5 pathway.
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Affiliation(s)
- Dan Li
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
| | - Yan Ji
- Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Chunlan Zhao
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
| | - Yapeng Yao
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
| | - Anlan Yang
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
| | - Honghong Jin
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
| | - Yang Chen
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
| | - Mingjun San
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
| | - Jing Zhang
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
| | - Mingjiao Zhang
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
| | - Luqing Zhang
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, Jilin, China
| | - Xuechao Feng
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, Jilin, China
| | - Yaowu Zheng
- Transgenic Research Center, Northeast Normal University, Changchun, Jilin, China
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, Jilin, China
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18
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Wahlbuhl M, Schuepbach-Mallepell S, Kowalczyk-Quintas C, Dick A, Fahlbusch FB, Schneider P, Schneider H. Attenuation of Mammary Gland Dysplasia and Feeding Difficulties in Tabby Mice by Fetal Therapy. J Mammary Gland Biol Neoplasia 2018; 23:125-138. [PMID: 29855766 DOI: 10.1007/s10911-018-9399-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 05/22/2018] [Indexed: 12/11/2022] Open
Abstract
Hypohidrotic ectodermal dysplasias (HED) are hereditary differentiation disorders of multiple ectodermal structures including the mammary gland. The X-linked form of HED (XLHED) is caused by a lack of the secreted signaling molecule ectodysplasin A1 (EDA1) which is encoded by the gene EDA and belongs to the tumor necrosis factor (TNF) superfamily. Although male patients (hemizygous) are usually more severely affected by XLHED, heterozygous female carriers of an EDA mutation may also suffer from a variety of symptoms, in particular from abnormal development of their breasts. In Tabby mice, a well-studied animal model of XLHED, EDA1 is absent. We investigated the effects of prenatal administration of Fc-EDA, a recombinant EDA1 replacement protein, on mammary gland development in female Tabby mice. Intra-amniotic delivery of Fc-EDA to fetal animals resulted later in improved breastfeeding and thus promoted the growth of their offspring. In detail, such treatment led to a normalization of the nipple shape (protrusion, tapering) that facilitated sucking. Mammary glands of treated female Tabby mice also showed internal changes, including enhanced branching morphogenesis and ductal elongation. Our findings indicate that EDA receptor stimulation during development has a stable impact on later stages of mammary gland differentiation, including lactation, but also show that intra-amniotic administration of an EDA1 replacement protein to fetal Tabby mice partially corrects the mammary gland phenotype in female adult animals.
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Affiliation(s)
- Mandy Wahlbuhl
- Department of Pediatrics and Adolescent Medicine, Friedrich-Alexander University Erlangen-Nuremberg, Loschgestr. 15, 91054, Erlangen, Germany.
| | | | | | - Angela Dick
- Department of Pediatrics and Adolescent Medicine, Friedrich-Alexander University Erlangen-Nuremberg, Loschgestr. 15, 91054, Erlangen, Germany
| | - Fabian B Fahlbusch
- Department of Pediatrics and Adolescent Medicine, Friedrich-Alexander University Erlangen-Nuremberg, Loschgestr. 15, 91054, Erlangen, Germany
| | - Pascal Schneider
- Department of Biochemistry, University of Lausanne, Epalinges, Switzerland
| | - Holm Schneider
- Department of Pediatrics and Adolescent Medicine, Friedrich-Alexander University Erlangen-Nuremberg, Loschgestr. 15, 91054, Erlangen, Germany
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19
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Cuyàs E, Corominas-Faja B, Martín MMS, Martin-Castillo B, Lupu R, Brunet J, Bosch-Barrera J, Menendez JA. BRCA1 haploinsufficiency cell-autonomously activates RANKL expression and generates denosumab-responsive breast cancer-initiating cells. Oncotarget 2018; 8:35019-35032. [PMID: 28388533 PMCID: PMC5471031 DOI: 10.18632/oncotarget.16558] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 02/27/2017] [Indexed: 12/13/2022] Open
Abstract
Denosumab, a monoclonal antibody to the receptor activator of nuclear factor-κB ligand (RANKL), might be a novel preventative therapy for BRCA1-mutation carriers at high risk of developing breast cancer. Beyond its well-recognized bone-targeted activity impeding osteoclastogenesis, denosumab has been proposed to interfere with the cross-talk between RANKL-producing sensor cells and cancer-initiating RANK+ responder cells that reside within premalignant tissues of BRCA1-mutation carriers. We herein tested the alternative but not mutually exclusive hypothesis that BRCA1 deficiency might cell-autonomously activate RANKL expression to generate cellular states with cancer stem cell (CSC)-like properties. Using isogenic pairs of normal-like human breast epithelial cells in which the inactivation of a single BRCA1 allele results in genomic instability, we assessed the impact of BRCA1 haploinsufficiency on the expression status of RANK and RANKL. RANK expression remained unaltered but RANKL was dramatically up-regulated in BRCA1mut/+ haploinsufficient cells relative to isogenic BRCA1+/+ parental cells. Neutralizing RANKL with denosumab significantly abrogated the ability of BRCA1 haploinsufficient cells to survive and proliferate as floating microtumors or "mammospheres" under non-adherent/non-differentiating conditions, an accepted surrogate of the relative proportion and survival of CSCs. Intriguingly, CSC-like states driven by epithelial-to-mesenchymal transition or HER2 overexpression traits responded to some extent to denosumab. We propose that breast epithelium-specific mono-allelic inactivation of BRCA1 might suffice to cell-autonomously generate RANKL-addicted, denosumab-responsive CSC-like states. The convergent addiction to a hyperactive RANKL/RANK axis of CSC-like states from genetically diverse breast cancer subtypes might inaugurate a new era of cancer prevention and treatment based on denosumab as a CSC-targeted agent.
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Affiliation(s)
- Elisabet Cuyàs
- Program Against Cancer Therapeutic Resistance (ProCURE), Metabolism and Cancer Group, Catalan Institute of Oncology, Girona, Catalonia, Spain.,Molecular Oncology Group, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
| | - Bruna Corominas-Faja
- Program Against Cancer Therapeutic Resistance (ProCURE), Metabolism and Cancer Group, Catalan Institute of Oncology, Girona, Catalonia, Spain.,Molecular Oncology Group, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
| | - María Muñoz-San Martín
- Neuroimmunology and Multiple Sclerosis Unit, Dr. Josep Trueta University Hospital, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
| | - Begoña Martin-Castillo
- Molecular Oncology Group, Girona Biomedical Research Institute (IDIBGI), Girona, Spain.,Unit of Clinical Research, Catalan Institute of Oncology, Girona, Catalonia, Spain
| | - Ruth Lupu
- Mayo Clinic, Department of Laboratory Medicine and Pathology, Division of Experimental Pathology, Rochester, MN, USA.,Mayo Clinic Cancer Center, Rochester, MN, USA
| | - Joan Brunet
- Deparment of Medical Oncology, Catalan Institute of Oncology, Girona, Catalonia, Spain.,Department of Medical Sciences, Medical School, University of Girona, Girona, Spain
| | - Joaquim Bosch-Barrera
- Deparment of Medical Oncology, Catalan Institute of Oncology, Girona, Catalonia, Spain.,Department of Medical Sciences, Medical School, University of Girona, Girona, Spain
| | - Javier A Menendez
- Program Against Cancer Therapeutic Resistance (ProCURE), Metabolism and Cancer Group, Catalan Institute of Oncology, Girona, Catalonia, Spain.,Molecular Oncology Group, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
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20
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Reichenstein M, Rauner G, Kfir S, Kisliouk T, Barash I. Luminal STAT5 mediates H2AX promoter activity in distinct population of basal mammary epithelial cells. Oncotarget 2018; 7:41781-41797. [PMID: 27260000 PMCID: PMC5173096 DOI: 10.18632/oncotarget.9718] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 05/20/2016] [Indexed: 01/08/2023] Open
Abstract
Deregulated STAT5 activity in the mammary gland causes parity-dependent tumorigenesis. Epithelial cell cultures transfected with constitutively active STAT5 express higher levels of the histone H2AX than their non-transfected counterparts. Higher H2AX expression may be involved in tumorigenesis. Here, we aimed to link high STAT5 activity to H2AX–GFP expression by looking for distinct types of mammary cells that express these proteins. In vitro and in transgenic mice, only 0.2 and 0.02%, respectively, of the cells expressed the H2AX–GFP hybrid gene. Its expression correlated with that of the endogenous H2AX gene, suggesting that detectable H2AX–GFP expression marks high levels of H2AX transcript. Methylation of the H2AX promoter characterized non-GFP-expressing H2AX–GFP cells and was inversely correlated with promoter activity. Administration of 5-azacytidine increased H2AX promoter activity in an activated STAT5-dependent manner. In transgenic mice, H2AX–GFP expression peaked at pregnancy. The number of H2AX–GFP-expressing cells and GFP expression decreased in a Stat5a-null background and increased in mice expressing the hyperactivated STAT5. Importantly, H2AX–GFP activity was allocated to basal mammary cells lacking stem-cell properties, whereas STAT5 hyperactivity was detected in the adjacent luminal cells. Knockdown of RANKL by siRNA suggested its involvement in signaling between the two layers. These results suggest paracrine activation of H2AX via promoter demethylation in specific populations of basal mammary cells that is induced by a signal from neighboring luminal cells with hyper STAT5 activity. This pathway provides an alternative route for the luminally confined STAT5 to affect basal mammary cell activity.
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Affiliation(s)
| | - Gat Rauner
- Institute of Animal Science, ARO, The Volcani Center, Bet-Dagan, Israel.,The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Shenhav Kfir
- Institute of Animal Science, ARO, The Volcani Center, Bet-Dagan, Israel.,The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Tatiana Kisliouk
- Institute of Animal Science, ARO, The Volcani Center, Bet-Dagan, Israel
| | - Itamar Barash
- Institute of Animal Science, ARO, The Volcani Center, Bet-Dagan, Israel
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21
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O'Leary KA, Shea MP, Salituro S, Blohm CE, Schuler LA. Prolactin Alters the Mammary Epithelial Hierarchy, Increasing Progenitors and Facilitating Ovarian Steroid Action. Stem Cell Reports 2017; 9:1167-1179. [PMID: 28919264 PMCID: PMC5639259 DOI: 10.1016/j.stemcr.2017.08.011] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Revised: 08/17/2017] [Accepted: 08/18/2017] [Indexed: 01/01/2023] Open
Abstract
Hormones drive mammary development and function and play critical roles in breast cancer. Epidemiologic studies link prolactin (PRL) to increased risk for aggressive cancers that express estrogen receptor α (ERα). However, in contrast to ovarian steroids, PRL actions on the mammary gland outside of pregnancy are poorly understood. We employed the transgenic NRL-PRL model to examine the effects of PRL alone and with defined estrogen/progesterone exposure on stem/progenitor activity and regulatory networks that drive epithelial differentiation. PRL increased progenitors and modulated transcriptional programs, even without ovarian steroids, and with steroids further raised stem cell activity associated with elevated canonical Wnt signaling. However, despite facilitating some steroid actions, PRL opposed steroid-driven luminal maturation and increased CD61+ luminal cells. Our findings demonstrate that PRL can powerfully influence the epithelial hierarchy alone and temper the actions of ovarian steroids, which may underlie its role in the development of breast cancer.
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Affiliation(s)
- Kathleen A O'Leary
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Michael P Shea
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI 53706, USA; Molecular and Environmental Toxicology Graduate Program, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Stephanie Salituro
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Courtney E Blohm
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Linda A Schuler
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI 53706, USA; UW Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, WI 53792, USA; Molecular and Environmental Toxicology Graduate Program, University of Wisconsin-Madison, Madison, WI 53706, USA.
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22
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What Is Breast in the Bone? Int J Mol Sci 2016; 17:ijms17101764. [PMID: 27782069 PMCID: PMC5085788 DOI: 10.3390/ijms17101764] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Revised: 10/11/2016] [Accepted: 10/14/2016] [Indexed: 12/17/2022] Open
Abstract
The normal developmental program that prolactin generates in the mammary gland is usurped in the cancerous process and can be used out of its normal cellular context at a site of secondary metastasis. Prolactin is a pleiotropic peptide hormone and cytokine that is secreted from the pituitary gland, as well as from normal and cancerous breast cells. Experimental and epidemiologic data suggest that prolactin is associated with mammary gland development, and also the increased risk of breast tumors and metastatic disease in postmenopausal women. Breast cancer spreads to the bone in approximately 70% of cases with advanced breast cancer. Despite treatment, new bone metastases will still occur in 30%–50% of patients. Only 20% of patients with bone metastases survive five years after the diagnosis of bone metastasis. The breast cancer cells in the bone microenvironment release soluble factors that engage osteoclasts and/or osteoblasts and result in bone breakdown. The breakdown of the bone matrix, in turn, enhances the proliferation of the cancer cells, creating a vicious cycle. Recently, it was shown that prolactin accelerated the breast cancer cell-mediated osteoclast differentiation and bone breakdown by the regulation of breast cancer-secreted proteins. Interestingly, prolactin has the potential to affect multiple proteins that are involved in both breast development and likely bone metastasis, as well. Prolactin has normal bone homeostatic roles and, combined with the natural “recycling” of proteins in different tissues that can be used for breast development and function, or in bone function, increases the impact of prolactin signaling in breast cancer bone metastases. Thus, this review will focus on the role of prolactin in breast development, bone homeostasis and in breast cancer to bone metastases, covering the molecular aspects of the vicious cycle.
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23
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Yoldi G, Pellegrini P, Trinidad EM, Cordero A, Gomez-Miragaya J, Serra-Musach J, Dougall WC, Muñoz P, Pujana MA, Planelles L, González-Suárez E. RANK Signaling Blockade Reduces Breast Cancer Recurrence by Inducing Tumor Cell Differentiation. Cancer Res 2016; 76:5857-5869. [PMID: 27480274 DOI: 10.1158/0008-5472.can-15-2745] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Accepted: 07/07/2016] [Indexed: 11/16/2022]
Abstract
RANK expression is associated with poor prognosis in breast cancer even though its therapeutic potential remains unknown. RANKL and its receptor RANK are downstream effectors of the progesterone signaling pathway. However, RANK expression is enriched in hormone receptor negative adenocarcinomas, suggesting additional roles for RANK signaling beyond its hormone-dependent function. Here, to explore the role of RANK signaling once tumors have developed, we use the mouse mammary tumor virus-Polyoma Middle T (MMTV-PyMT), which mimics RANK and RANKL expression patterns seen in human breast adenocarcinomas. Complementary genetic and pharmacologic approaches demonstrate that therapeutic inhibition of RANK signaling drastically reduces the cancer stem cell pool, decreases tumor and metastasis initiation, and enhances sensitivity to chemotherapy. Mechanistically, genome-wide expression analyses show that anti-RANKL therapy promotes lactogenic differentiation of tumor cells. Moreover, RANK signaling in tumor cells negatively regulates the expression of Ap2 transcription factors, and enhances the Wnt agonist Rspo1 and the Sca1-population, enriched in tumor-initiating cells. In addition, we found that expression of TFAP2B and the RANK inhibitor, OPG, in human breast cancer correlate and are associated with relapse-free tumors. These results support the use of RANKL inhibitors to reduce recurrence and metastasis in breast cancer patients based on its ability to induce tumor cell differentiation. Cancer Res; 76(19); 5857-69. ©2016 AACR.
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Affiliation(s)
- Guillermo Yoldi
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain
| | - Pasquale Pellegrini
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain
| | - Eva M Trinidad
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain
| | - Alex Cordero
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain
| | - Jorge Gomez-Miragaya
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain
| | - Jordi Serra-Musach
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology Lab, Catalan Institute of Oncology, IDIBELL, Barcelona, Spain
| | | | - Purificación Muñoz
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain
| | - Miguel-Angel Pujana
- Program Against Cancer Therapeutic Resistance (ProCURE), Breast Cancer and Systems Biology Lab, Catalan Institute of Oncology, IDIBELL, Barcelona, Spain
| | - Lourdes Planelles
- Centro Nacional de Biotecnología/CSIC, UAM Cantoblanco, Madrid, Spain
| | - Eva González-Suárez
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute, IDIBELL, Barcelona, Spain.
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24
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Grimm SL, Hartig SM, Edwards DP. Progesterone Receptor Signaling Mechanisms. J Mol Biol 2016; 428:3831-49. [PMID: 27380738 DOI: 10.1016/j.jmb.2016.06.020] [Citation(s) in RCA: 122] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Revised: 06/25/2016] [Accepted: 06/27/2016] [Indexed: 12/27/2022]
Abstract
Progesterone receptor (PR) is a master regulator in female reproductive tissues that controls developmental processes and proliferation and differentiation during the reproductive cycle and pregnancy. PR also plays a role in progression of endocrine-dependent breast cancer. As a member of the nuclear receptor family of ligand-dependent transcription factors, the main action of PR is to regulate networks of target gene expression in response to binding its cognate steroid hormone, progesterone. This paper summarizes recent advances in understanding the structure-function properties of the receptor protein and the tissue/cell-type-specific PR signaling pathways that contribute to the biological actions of progesterone in the normal breast and in breast cancer.
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Affiliation(s)
- Sandra L Grimm
- Department of Molecular and Cellular Biology, Baylor College of Medicine,Houston, TX 77030, USA
| | - Sean M Hartig
- Department of Molecular and Cellular Biology, Baylor College of Medicine,Houston, TX 77030, USA
| | - Dean P Edwards
- Department of Molecular and Cellular Biology, Baylor College of Medicine,Houston, TX 77030, USA.
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25
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Sigl V, Owusu-Boaitey K, Joshi PA, Kavirayani A, Wirnsberger G, Novatchkova M, Kozieradzki I, Schramek D, Edokobi N, Hersl J, Sampson A, Odai-Afotey A, Lazaro C, Gonzalez-Suarez E, Pujana MA, Cimba F, Heyn H, Vidal E, Cruickshank J, Berman H, Sarao R, Ticevic M, Uribesalgo I, Tortola L, Rao S, Tan Y, Pfeiler G, Lee EY, Bago-Horvath Z, Kenner L, Popper H, Singer C, Khokha R, Jones LP, Penninger JM. RANKL/RANK control Brca1 mutation- . Cell Res 2016; 26:761-74. [PMID: 27241552 PMCID: PMC5129883 DOI: 10.1038/cr.2016.69] [Citation(s) in RCA: 116] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2016] [Revised: 05/24/2016] [Accepted: 05/25/2016] [Indexed: 12/18/2022] Open
Abstract
Breast cancer is the most common female cancer, affecting approximately one in eight women during their life-time. Besides environmental triggers and hormones, inherited mutations in the breast cancer 1 (BRCA1) or BRCA2 genes markedly increase the risk for the development of breast cancer. Here, using two different mouse models, we show that genetic inactivation of the key osteoclast differentiation factor RANK in the mammary epithelium markedly delayed onset, reduced incidence, and attenuated progression of Brca1;p53 mutation-driven mammary cancer. Long-term pharmacological inhibition of the RANK ligand RANKL in mice abolished the occurrence of Brca1 mutation-driven pre-neoplastic lesions. Mechanistically, genetic inactivation of Rank or RANKL/RANK blockade impaired proliferation and expansion of both murine Brca1;p53 mutant mammary stem cells and mammary progenitors from human BRCA1 mutation carriers. In addition, genome variations within the RANK locus were significantly associated with risk of developing breast cancer in women with BRCA1 mutations. Thus, RANKL/RANK control progenitor cell expansion and tumorigenesis in inherited breast cancer. These results present a viable strategy for the possible prevention of breast cancer in BRCA1 mutant patients.
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Affiliation(s)
- Verena Sigl
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Kwadwo Owusu-Boaitey
- Department of Biological Sciences, University of Maryland-Baltimore County, Baltimore, MD 21250, USA
| | - Purna A Joshi
- Princess Margaret Cancer Centre, Toronto, Ontario, Canada M5G 1L7
| | - Anoop Kavirayani
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Gerald Wirnsberger
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Maria Novatchkova
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Ivona Kozieradzki
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Daniel Schramek
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, 600 University Avenue, Toronto, Ontario, Canada M5G 1X5.,Department of Molecular Genetics, University of Toronto, Ontario, Canada M5S 3E1
| | - Nnamdi Edokobi
- Department of Biological Sciences, University of Maryland-Baltimore County, Baltimore, MD 21250, USA
| | - Jerome Hersl
- Department of Pharmacology, University of Maryland, Baltimore, School of Medicine, Baltimore, MD 21201, USA
| | - Aishia Sampson
- Department of Pharmacology, University of Maryland, Baltimore, School of Medicine, Baltimore, MD 21201, USA
| | - Ashley Odai-Afotey
- Department of Biological Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Conxi Lazaro
- Hereditary Cancer Program, Catalan Institute of Oncology, IDIBELL, L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - Eva Gonzalez-Suarez
- Cancer Epigenetics and Biology Program, IDIBELL, L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - Miguel A Pujana
- ProCURE, Catalan Institute of Oncology, IDIBELL, L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - For Cimba
- Department of Public and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
| | - Holger Heyn
- Cancer Epigenetics and Biology Program, IDIBELL, L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - Enrique Vidal
- Centre for Genomic Regulation, The Barcelona Institute of Science and Technology, University Pompeu Fabra, Barcelona, Catalonia, Spain
| | - Jennifer Cruickshank
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, Ontario, Canada M5G 1Z5
| | - Hal Berman
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, Ontario, Canada M5G 1Z5
| | - Renu Sarao
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Melita Ticevic
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Iris Uribesalgo
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Luigi Tortola
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Shuan Rao
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
| | - Yen Tan
- Departments of Obstetrics and Gynecology and Comprehensive Cancer Center, Medical University of Vienna, Vienna 1090, Austria
| | - Georg Pfeiler
- Departments of Obstetrics and Gynecology and Comprehensive Cancer Center, Medical University of Vienna, Vienna 1090, Austria
| | - Eva Yhp Lee
- Department of Biological Chemistry, School of Medicine, University of California, Irvine, CA 92697, USA
| | - Zsuzsanna Bago-Horvath
- Department of Experimental Pathology and Pathology of Laboratory Animals, Medical University Vienna and University of Veterinary Medicine Vienna, Vienna 1090, Austria
| | - Lukas Kenner
- Department of Experimental Pathology and Pathology of Laboratory Animals, Medical University Vienna and University of Veterinary Medicine Vienna, Vienna 1090, Austria.,Ludwig Boltzmann Institute for Cancer Research (LBI-CR), Vienna, Austria
| | - Helmuth Popper
- Research Unit Molecular Lung and Pleura Pathology, Institute of Pathology, Medical University Graz, Graz 8010, Austria
| | - Christian Singer
- Departments of Obstetrics and Gynecology and Comprehensive Cancer Center, Medical University of Vienna, Vienna 1090, Austria
| | - Rama Khokha
- Princess Margaret Cancer Centre, Toronto, Ontario, Canada M5G 1L7
| | - Laundette P Jones
- Department of Pharmacology, University of Maryland, Baltimore, School of Medicine, Baltimore, MD 21201, USA
| | - Josef M Penninger
- IMBA, Institute of Molecular Biotechnology of the Austrian Academy of Sciences, Vienna 1030, Austria
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